Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 567923 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 5194 |
| Duplicate rows (%) | 0.9% |
| Total size in memory | 94.1 MiB |
| Average record size in memory | 173.8 B |
Variable types
| Categorical | 9 |
|---|---|
| Numeric | 8 |
| Dataset has 5194 (0.9%) duplicate rows | Duplicates |
COLE_MCPIO_UBICACION is highly overall correlated with ESTU_MCPIO_RESIDE | High correlation |
ESTU_MCPIO_RESIDE is highly overall correlated with COLE_MCPIO_UBICACION | High correlation |
FAMI_EDUCACIONMADRE is highly overall correlated with FAMI_TIENEAUTOMOVIL and 1 other fields | High correlation |
FAMI_TIENEAUTOMOVIL is highly overall correlated with FAMI_EDUCACIONMADRE and 1 other fields | High correlation |
FAMI_TIENECOMPUTADOR is highly overall correlated with FAMI_EDUCACIONMADRE and 1 other fields | High correlation |
COLE_BILINGUE is highly imbalanced (58.6%) | Imbalance |
COLE_GENERO is highly imbalanced (83.2%) | Imbalance |
COLE_SEDE_PRINCIPAL is highly imbalanced (85.4%) | Imbalance |
FAMI_TIENEAUTOMOVIL is highly imbalanced (51.5%) | Imbalance |
FAMI_PERSONASHOGAR has 133821 (23.6%) zeros | Zeros |
Reproduction
| Analysis started | 2025-05-25 20:23:07.915688 |
|---|---|
| Analysis finished | 2025-05-25 20:23:18.316662 |
| Duration | 10.4 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
COLE_AREA_UBICACION
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 1 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 488403 | |
| 0 | 79520 | 14.0% |
COLE_BILINGUE
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 0 | |
|---|---|
| 2 | |
| 1 | 9528 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 488851 | |
| 2 | 69544 | 12.2% |
| 1 | 9528 | 1.7% |
COLE_CARACTER
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 0 | |
|---|---|
| 3 | |
| 2 | |
| 4 | 3636 |
| 1 | 1880 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 3 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 313048 | |
| 3 | 189128 | |
| 2 | 60231 | 10.6% |
| 4 | 3636 | 0.6% |
| 1 | 1880 | 0.3% |
COLE_GENERO
Categorical
Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 2 | |
|---|---|
| 0 | 16874 |
| 1 | 5024 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 2 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 546025 | |
| 0 | 16874 | 3.0% |
| 1 | 5024 | 0.9% |
COLE_MCPIO_UBICACION
Real number (ℝ)
High correlation
| Distinct | 1026 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 412.08957 |
| Minimum | 0 |
|---|---|
| Maximum | 1025 |
| Zeros | 169 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 100 |
| median | 352 |
| Q3 | 642 |
| 95-th percentile | 972 |
| Maximum | 1025 |
| Range | 1025 |
| Interquartile range (IQR) | 542 |
Descriptive statistics
| Standard deviation | 307.37883 |
|---|---|
| Coefficient of variation (CV) | 0.74590297 |
| Kurtosis | -1.1372441 |
| Mean | 412.08957 |
| Median Absolute Deviation (MAD) | 252 |
| Skewness | 0.46758775 |
| Sum | 2.3403514 × 108 |
| Variance | 94481.748 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 100 | 96691 | 17.0% |
| 512 | 31127 | 5.5% |
| 132 | 24427 | 4.3% |
| 83 | 17104 | 3.0% |
| 156 | 13145 | 2.3% |
| 240 | 8864 | 1.6% |
| 393 | 7774 | 1.4% |
| 107 | 7028 | 1.2% |
| 999 | 6740 | 1.2% |
| 855 | 6701 | 1.2% |
| Other values (1016) | 348322 |
| Value | Count | Frequency (%) |
| 0 | 169 | < 0.1% |
| 1 | 260 | < 0.1% |
| 2 | 29 | < 0.1% |
| 3 | 1021 | |
| 4 | 78 | < 0.1% |
| 5 | 378 | 0.1% |
| 6 | 319 | 0.1% |
| 7 | 115 | < 0.1% |
| 8 | 131 | < 0.1% |
| 9 | 1158 |
| Value | Count | Frequency (%) |
| 1025 | 774 | |
| 1024 | 1723 | |
| 1023 | 64 | < 0.1% |
| 1022 | 77 | < 0.1% |
| 1021 | 407 | 0.1% |
| 1020 | 294 | 0.1% |
| 1019 | 88 | < 0.1% |
| 1018 | 140 | < 0.1% |
| 1017 | 165 | < 0.1% |
| 1016 | 1414 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 405598 | |
| 0 | 162325 |
COLE_SEDE_PRINCIPAL
Categorical
Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 9 | |
|---|---|
| 8 | 11776 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 9 |
|---|---|
| 2nd row | 9 |
| 3rd row | 9 |
| 4th row | 9 |
| 5th row | 9 |
Common Values
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 556147 | |
| 8 | 11776 | 2.1% |
ESTU_GENERO
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 335 | |
|---|---|
| 336 | |
| 337 | 2428 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 336 |
|---|---|
| 2nd row | 336 |
| 3rd row | 336 |
| 4th row | 336 |
| 5th row | 335 |
Common Values
| Value | Count | Frequency (%) |
| 335 | 309076 | |
| 336 | 256419 | |
| 337 | 2428 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 335 | 309076 | |
| 336 | 256419 | |
| 337 | 2428 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 3 | 1135846 | |
| 5 | 309076 | 18.1% |
| 6 | 256419 | 15.1% |
| 7 | 2428 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1703769 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1135846 | |
| 5 | 309076 | 18.1% |
| 6 | 256419 | 15.1% |
| 7 | 2428 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1703769 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1135846 | |
| 5 | 309076 | 18.1% |
| 6 | 256419 | 15.1% |
| 7 | 2428 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1703769 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3 | 1135846 | |
| 5 | 309076 | 18.1% |
| 6 | 256419 | 15.1% |
| 7 | 2428 | 0.1% |
ESTU_MCPIO_RESIDE
Real number (ℝ)
High correlation
| Distinct | 1031 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 411.45271 |
| Minimum | 0 |
|---|---|
| Maximum | 1033 |
| Zeros | 205 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 82 |
| Q1 | 99 |
| median | 354 |
| Q3 | 643 |
| 95-th percentile | 976 |
| Maximum | 1033 |
| Range | 1033 |
| Interquartile range (IQR) | 544 |
Descriptive statistics
| Standard deviation | 307.74001 |
|---|---|
| Coefficient of variation (CV) | 0.74793532 |
| Kurtosis | -1.1325442 |
| Mean | 411.45271 |
| Median Absolute Deviation (MAD) | 255 |
| Skewness | 0.46460955 |
| Sum | 2.3367346 × 108 |
| Variance | 94703.914 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 99 | 97830 | 17.2% |
| 515 | 30746 | 5.4% |
| 128 | 24300 | 4.3% |
| 82 | 17221 | 3.0% |
| 149 | 13193 | 2.3% |
| 249 | 8845 | 1.6% |
| 400 | 7842 | 1.4% |
| 859 | 6781 | 1.2% |
| 106 | 6745 | 1.2% |
| 1001 | 6656 | 1.2% |
| Other values (1021) | 347764 |
| Value | Count | Frequency (%) |
| 0 | 205 | < 0.1% |
| 1 | 32 | < 0.1% |
| 2 | 1032 | |
| 3 | 79 | < 0.1% |
| 4 | 232 | < 0.1% |
| 5 | 294 | 0.1% |
| 6 | 106 | < 0.1% |
| 7 | 126 | < 0.1% |
| 8 | 1148 | |
| 9 | 24 | < 0.1% |
| Value | Count | Frequency (%) |
| 1033 | 53 | < 0.1% |
| 1032 | 93 | < 0.1% |
| 1031 | 125 | < 0.1% |
| 1030 | 239 | < 0.1% |
| 1028 | 778 | |
| 1027 | 1783 | |
| 1026 | 67 | < 0.1% |
| 1025 | 74 | < 0.1% |
| 1024 | 440 | 0.1% |
| 1023 | 300 | 0.1% |
FAMI_CUARTOSHOGAR
Real number (ℝ)
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.495907 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 10 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 3.4550225 |
|---|---|
| Coefficient of variation (CV) | 0.53187683 |
| Kurtosis | -1.7384593 |
| Mean | 6.495907 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.035496842 |
| Sum | 3689175 |
| Variance | 11.93718 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 10 | 238122 | |
| 4 | 202961 | |
| 2 | 73540 | 12.9% |
| 11 | 20873 | 3.7% |
| 1 | 20243 | 3.6% |
| 8 | 6573 | 1.2% |
| 9 | 2307 | 0.4% |
| 7 | 1238 | 0.2% |
| 12 | 1088 | 0.2% |
| 3 | 584 | 0.1% |
| Value | Count | Frequency (%) |
| 1 | 20243 | 3.6% |
| 2 | 73540 | 12.9% |
| 3 | 584 | 0.1% |
| 4 | 202961 | |
| 6 | 394 | 0.1% |
| 7 | 1238 | 0.2% |
| 8 | 6573 | 1.2% |
| 9 | 2307 | 0.4% |
| 10 | 238122 | |
| 11 | 20873 | 3.7% |
| Value | Count | Frequency (%) |
| 12 | 1088 | 0.2% |
| 11 | 20873 | 3.7% |
| 10 | 238122 | |
| 9 | 2307 | 0.4% |
| 8 | 6573 | 1.2% |
| 7 | 1238 | 0.2% |
| 6 | 394 | 0.1% |
| 4 | 202961 | |
| 3 | 584 | 0.1% |
| 2 | 73540 | 12.9% |
FAMI_EDUCACIONMADRE
Real number (ℝ)
High correlation
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.999986 |
| Minimum | 4 |
|---|---|
| Maximum | 21 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 4 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 11 |
| median | 13 |
| Q3 | 13 |
| 95-th percentile | 18 |
| Maximum | 21 |
| Range | 17 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 3.4557412 |
|---|---|
| Coefficient of variation (CV) | 0.28797877 |
| Kurtosis | 0.98108463 |
| Mean | 11.999986 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.68899166 |
| Sum | 6815068 |
| Variance | 11.942147 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 13 | 158986 | |
| 11 | 94109 | |
| 14 | 86906 | |
| 12 | 84650 | |
| 4 | 50070 | 8.8% |
| 18 | 40561 | 7.1% |
| 7 | 12491 | 2.2% |
| 10 | 11590 | 2.0% |
| 19 | 11539 | 2.0% |
| 8 | 8366 | 1.5% |
| Other values (2) | 8655 | 1.5% |
| Value | Count | Frequency (%) |
| 4 | 50070 | 8.8% |
| 5 | 7567 | 1.3% |
| 7 | 12491 | 2.2% |
| 8 | 8366 | 1.5% |
| 10 | 11590 | 2.0% |
| 11 | 94109 | |
| 12 | 84650 | |
| 13 | 158986 | |
| 14 | 86906 | |
| 18 | 40561 | 7.1% |
| Value | Count | Frequency (%) |
| 21 | 1088 | 0.2% |
| 19 | 11539 | 2.0% |
| 18 | 40561 | 7.1% |
| 14 | 86906 | |
| 13 | 158986 | |
| 12 | 84650 | |
| 11 | 94109 | |
| 10 | 11590 | 2.0% |
| 8 | 8366 | 1.5% |
| 7 | 12491 | 2.2% |
FAMI_EDUCACIONPADRE
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.8332644 |
| Minimum | 2 |
|---|---|
| Maximum | 15 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 7 |
| median | 8 |
| Q3 | 9 |
| 95-th percentile | 13 |
| Maximum | 15 |
| Range | 13 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 2.7363163 |
|---|---|
| Coefficient of variation (CV) | 0.34932004 |
| Kurtosis | 0.36608831 |
| Mean | 7.8332644 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | -0.36345494 |
| Sum | 4448691 |
| Variance | 7.4874266 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 9 | 139042 | |
| 8 | 99593 | |
| 7 | 96640 | |
| 10 | 76085 | |
| 2 | 47395 | 8.3% |
| 13 | 31145 | 5.5% |
| 4 | 25936 | 4.6% |
| 5 | 22217 | 3.9% |
| 6 | 12111 | 2.1% |
| 14 | 9976 | 1.8% |
| Other values (2) | 7783 | 1.4% |
| Value | Count | Frequency (%) |
| 2 | 47395 | 8.3% |
| 3 | 6695 | 1.2% |
| 4 | 25936 | 4.6% |
| 5 | 22217 | 3.9% |
| 6 | 12111 | 2.1% |
| 7 | 96640 | |
| 8 | 99593 | |
| 9 | 139042 | |
| 10 | 76085 | |
| 13 | 31145 | 5.5% |
| Value | Count | Frequency (%) |
| 15 | 1088 | 0.2% |
| 14 | 9976 | 1.8% |
| 13 | 31145 | 5.5% |
| 10 | 76085 | |
| 9 | 139042 | |
| 8 | 99593 | |
| 7 | 96640 | |
| 6 | 12111 | 2.1% |
| 5 | 22217 | 3.9% |
| 4 | 25936 | 4.6% |
FAMI_ESTRATOVIVIENDA
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8915557 |
| Minimum | 2 |
|---|---|
| Maximum | 17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 17 |
| Range | 15 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0210741 |
|---|---|
| Coefficient of variation (CV) | 0.35312275 |
| Kurtosis | 9.9852352 |
| Mean | 2.8915557 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.8110993 |
| Sum | 1642181 |
| Variance | 1.0425924 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 2 | 244474 | |
| 3 | 193719 | |
| 4 | 95694 | 16.8% |
| 5 | 21150 | 3.7% |
| 6 | 7962 | 1.4% |
| 7 | 4793 | 0.8% |
| 17 | 131 | < 0.1% |
| Value | Count | Frequency (%) |
| 2 | 244474 | |
| 3 | 193719 | |
| 4 | 95694 | 16.8% |
| 5 | 21150 | 3.7% |
| 6 | 7962 | 1.4% |
| 7 | 4793 | 0.8% |
| 17 | 131 | < 0.1% |
| Value | Count | Frequency (%) |
| 17 | 131 | < 0.1% |
| 7 | 4793 | 0.8% |
| 6 | 7962 | 1.4% |
| 5 | 21150 | 3.7% |
| 4 | 95694 | 16.8% |
| 3 | 193719 | |
| 2 | 244474 |
FAMI_PERSONASHOGAR
Real number (ℝ)
Zeros
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1706587 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 133821 |
| Zeros (%) | 23.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 1 |
| Q3 | 19 |
| 95-th percentile | 21 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 9.2300168 |
|---|---|
| Coefficient of variation (CV) | 1.1296539 |
| Kurtosis | -1.6643189 |
| Mean | 8.1706587 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.49215393 |
| Sum | 4640305 |
| Variance | 85.193211 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 1 | 173763 | |
| 0 | 133821 | |
| 21 | 100417 | |
| 19 | 63658 | 11.2% |
| 4 | 30132 | 5.3% |
| 20 | 29556 | 5.2% |
| 13 | 15452 | 2.7% |
| 12 | 6507 | 1.1% |
| 2 | 4480 | 0.8% |
| 23 | 3653 | 0.6% |
| Other values (3) | 6484 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 133821 | |
| 1 | 173763 | |
| 2 | 4480 | 0.8% |
| 3 | 3360 | 0.6% |
| 4 | 30132 | 5.3% |
| 12 | 6507 | 1.1% |
| 13 | 15452 | 2.7% |
| 14 | 2036 | 0.4% |
| 19 | 63658 | 11.2% |
| 20 | 29556 | 5.2% |
| Value | Count | Frequency (%) |
| 24 | 1088 | 0.2% |
| 23 | 3653 | 0.6% |
| 21 | 100417 | |
| 20 | 29556 | 5.2% |
| 19 | 63658 | |
| 14 | 2036 | 0.4% |
| 13 | 15452 | 2.7% |
| 12 | 6507 | 1.1% |
| 4 | 30132 | 5.3% |
| 3 | 3360 | 0.6% |
FAMI_TIENEAUTOMOVIL
Categorical
High correlation Imbalance
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 8 | |
|---|---|
| 13 | |
| 16 | 1088 |
Length
| Max length | 2 |
|---|---|
| Median length | 1 |
| Mean length | 1.2162916 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 8 |
|---|---|
| 2nd row | 8 |
| 3rd row | 8 |
| 4th row | 8 |
| 5th row | 8 |
Common Values
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 13 | 121749 | 21.4% |
| 16 | 1088 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 13 | 121749 | 21.4% |
| 16 | 1088 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 1 | 122837 | 17.8% |
| 3 | 121749 | 17.6% |
| 6 | 1088 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 690760 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 1 | 122837 | 17.8% |
| 3 | 121749 | 17.6% |
| 6 | 1088 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 690760 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 1 | 122837 | 17.8% |
| 3 | 121749 | 17.6% |
| 6 | 1088 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 690760 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 8 | 445086 | |
| 1 | 122837 | 17.8% |
| 3 | 121749 | 17.6% |
| 6 | 1088 | 0.2% |
FAMI_TIENECOMPUTADOR
Categorical
High correlation
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.8 MiB |
| 5 | |
|---|---|
| 3 | |
| 7 | 1088 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 5 |
| 3rd row | 5 |
| 4th row | 5 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 567923 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5 | 349678 | |
| 3 | 217157 | |
| 7 | 1088 | 0.2% |
PUNT_GLOBAL
Real number (ℝ)
| Distinct | 456 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 250.98529 |
| Minimum | 0 |
|---|---|
| Maximum | 492 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 24.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 182 |
| Q1 | 216 |
| median | 246 |
| Q3 | 280 |
| 95-th percentile | 340 |
| Maximum | 492 |
| Range | 492 |
| Interquartile range (IQR) | 64 |
Descriptive statistics
| Standard deviation | 48.496796 |
|---|---|
| Coefficient of variation (CV) | 0.19322565 |
| Kurtosis | 0.61171879 |
| Mean | 250.98529 |
| Median Absolute Deviation (MAD) | 31 |
| Skewness | 0.63938216 |
| Sum | 1.4254032 × 108 |
| Variance | 2351.9392 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 230 | 5791 | 1.0% |
| 232 | 5759 | 1.0% |
| 242 | 5725 | 1.0% |
| 243 | 5674 | 1.0% |
| 245 | 5659 | 1.0% |
| 235 | 5643 | 1.0% |
| 237 | 5625 | 1.0% |
| 228 | 5615 | 1.0% |
| 248 | 5588 | 1.0% |
| 238 | 5582 | 1.0% |
| Other values (446) | 511262 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 1 | < 0.1% |
| 5 | 1 | < 0.1% |
| 6 | 1 | < 0.1% |
| 8 | 2 | |
| 12 | 2 | |
| 13 | 1 | < 0.1% |
| 14 | 1 | < 0.1% |
| 15 | 2 | |
| 16 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 492 | 1 | < 0.1% |
| 490 | 1 | < 0.1% |
| 488 | 1 | < 0.1% |
| 483 | 2 | |
| 479 | 1 | < 0.1% |
| 478 | 2 | |
| 477 | 3 | |
| 476 | 4 | |
| 475 | 1 | < 0.1% |
| 473 | 2 |
Interactions
Correlations
| COLE_AREA_UBICACION | COLE_BILINGUE | COLE_CARACTER | COLE_GENERO | COLE_MCPIO_UBICACION | COLE_NATURALEZA | COLE_SEDE_PRINCIPAL | ESTU_GENERO | ESTU_MCPIO_RESIDE | FAMI_CUARTOSHOGAR | FAMI_EDUCACIONMADRE | FAMI_EDUCACIONPADRE | FAMI_ESTRATOVIVIENDA | FAMI_PERSONASHOGAR | FAMI_TIENEAUTOMOVIL | FAMI_TIENECOMPUTADOR | PUNT_GLOBAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| COLE_AREA_UBICACION | 1.000 | 0.137 | 0.120 | 0.066 | 0.198 | 0.163 | 0.055 | 0.020 | 0.186 | 0.053 | 0.224 | 0.231 | 0.152 | 0.057 | 0.088 | 0.243 | 0.135 |
| COLE_BILINGUE | 0.137 | 1.000 | 0.135 | 0.047 | 0.045 | 0.123 | 0.004 | 0.009 | 0.042 | 0.020 | 0.111 | 0.071 | 0.210 | 0.013 | 0.070 | 0.032 | 0.130 |
| COLE_CARACTER | 0.120 | 0.135 | 1.000 | 0.035 | 0.132 | 0.384 | 0.056 | 0.026 | 0.133 | 0.014 | 0.071 | 0.060 | 0.092 | 0.018 | 0.088 | 0.065 | 0.058 |
| COLE_GENERO | 0.066 | 0.047 | 0.035 | 1.000 | 0.071 | 0.116 | 0.029 | 0.118 | 0.067 | 0.030 | 0.138 | 0.108 | 0.141 | 0.023 | 0.096 | 0.076 | 0.131 |
| COLE_MCPIO_UBICACION | 0.198 | 0.045 | 0.132 | 0.071 | 1.000 | 0.193 | 0.061 | 0.014 | 0.939 | -0.004 | -0.026 | -0.016 | -0.207 | 0.002 | 0.091 | 0.152 | -0.107 |
| COLE_NATURALEZA | 0.163 | 0.123 | 0.384 | 0.116 | 0.193 | 1.000 | 0.091 | 0.045 | 0.202 | 0.113 | 0.355 | 0.302 | 0.395 | 0.100 | 0.308 | 0.247 | 0.248 |
| COLE_SEDE_PRINCIPAL | 0.055 | 0.004 | 0.056 | 0.029 | 0.061 | 0.091 | 1.000 | 0.008 | 0.058 | 0.013 | 0.053 | 0.050 | 0.044 | 0.013 | 0.030 | 0.037 | 0.039 |
| ESTU_GENERO | 0.020 | 0.009 | 0.026 | 0.118 | 0.014 | 0.045 | 0.008 | 1.000 | 0.014 | 0.031 | 0.037 | 0.034 | 0.026 | 0.013 | 0.026 | 0.020 | 0.066 |
| ESTU_MCPIO_RESIDE | 0.186 | 0.042 | 0.133 | 0.067 | 0.939 | 0.202 | 0.058 | 0.014 | 1.000 | -0.003 | -0.017 | -0.009 | -0.218 | 0.003 | 0.101 | 0.158 | -0.112 |
| FAMI_CUARTOSHOGAR | 0.053 | 0.020 | 0.014 | 0.030 | -0.004 | 0.113 | 0.013 | 0.031 | -0.003 | 1.000 | 0.008 | 0.008 | 0.014 | -0.012 | 0.195 | 0.208 | 0.013 |
| FAMI_EDUCACIONMADRE | 0.224 | 0.111 | 0.071 | 0.138 | -0.026 | 0.355 | 0.053 | 0.037 | -0.017 | 0.008 | 1.000 | 0.385 | -0.022 | -0.020 | 0.759 | 0.759 | -0.014 |
| FAMI_EDUCACIONPADRE | 0.231 | 0.071 | 0.060 | 0.108 | -0.016 | 0.302 | 0.050 | 0.034 | -0.009 | 0.008 | 0.385 | 1.000 | -0.037 | -0.028 | 0.313 | 0.330 | -0.029 |
| FAMI_ESTRATOVIVIENDA | 0.152 | 0.210 | 0.092 | 0.141 | -0.207 | 0.395 | 0.044 | 0.026 | -0.218 | 0.014 | -0.022 | -0.037 | 1.000 | 0.005 | 0.389 | 0.342 | 0.394 |
| FAMI_PERSONASHOGAR | 0.057 | 0.013 | 0.018 | 0.023 | 0.002 | 0.100 | 0.013 | 0.013 | 0.003 | -0.012 | -0.020 | -0.028 | 0.005 | 1.000 | 0.342 | 0.345 | -0.012 |
| FAMI_TIENEAUTOMOVIL | 0.088 | 0.070 | 0.088 | 0.096 | 0.091 | 0.308 | 0.030 | 0.026 | 0.101 | 0.195 | 0.759 | 0.313 | 0.389 | 0.342 | 1.000 | 0.742 | 0.209 |
| FAMI_TIENECOMPUTADOR | 0.243 | 0.032 | 0.065 | 0.076 | 0.152 | 0.247 | 0.037 | 0.020 | 0.158 | 0.208 | 0.759 | 0.330 | 0.342 | 0.345 | 0.742 | 1.000 | 0.216 |
| PUNT_GLOBAL | 0.135 | 0.130 | 0.058 | 0.131 | -0.107 | 0.248 | 0.039 | 0.066 | -0.112 | 0.013 | -0.014 | -0.029 | 0.394 | -0.012 | 0.209 | 0.216 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| COLE_AREA_UBICACION | COLE_BILINGUE | COLE_CARACTER | COLE_GENERO | COLE_MCPIO_UBICACION | COLE_NATURALEZA | COLE_SEDE_PRINCIPAL | ESTU_GENERO | ESTU_MCPIO_RESIDE | FAMI_CUARTOSHOGAR | FAMI_EDUCACIONMADRE | FAMI_EDUCACIONPADRE | FAMI_ESTRATOVIVIENDA | FAMI_PERSONASHOGAR | FAMI_TIENEAUTOMOVIL | FAMI_TIENECOMPUTADOR | PUNT_GLOBAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1 | 0 | 0 | 2 | 422 | 1 | 9 | 336 | 428 | 2 | 11 | 7 | 3 | 20 | 8 | 3 | 247 |
| 1 | 1 | 0 | 3 | 2 | 100 | 1 | 9 | 336 | 99 | 4 | 14 | 10 | 3 | 19 | 8 | 5 | 309 |
| 2 | 0 | 2 | 0 | 2 | 400 | 1 | 9 | 336 | 1031 | 2 | 12 | 9 | 2 | 13 | 8 | 5 | 206 |
| 3 | 1 | 2 | 0 | 2 | 100 | 0 | 9 | 336 | 99 | 2 | 13 | 7 | 2 | 0 | 8 | 5 | 258 |
| 4 | 0 | 0 | 0 | 2 | 485 | 1 | 9 | 335 | 490 | 2 | 12 | 9 | 2 | 20 | 8 | 3 | 232 |
| 5 | 1 | 1 | 0 | 2 | 525 | 1 | 9 | 335 | 529 | 4 | 18 | 2 | 2 | 1 | 8 | 5 | 257 |
| 6 | 1 | 0 | 3 | 0 | 512 | 1 | 9 | 335 | 85 | 10 | 13 | 14 | 3 | 1 | 8 | 5 | 261 |
| 7 | 1 | 0 | 0 | 2 | 783 | 1 | 9 | 335 | 785 | 10 | 12 | 8 | 3 | 21 | 8 | 5 | 199 |
| 8 | 0 | 0 | 3 | 2 | 100 | 1 | 9 | 335 | 99 | 4 | 11 | 7 | 2 | 1 | 8 | 3 | 240 |
| 9 | 1 | 0 | 3 | 2 | 620 | 1 | 9 | 335 | 621 | 2 | 18 | 5 | 4 | 0 | 13 | 5 | 297 |
| COLE_AREA_UBICACION | COLE_BILINGUE | COLE_CARACTER | COLE_GENERO | COLE_MCPIO_UBICACION | COLE_NATURALEZA | COLE_SEDE_PRINCIPAL | ESTU_GENERO | ESTU_MCPIO_RESIDE | FAMI_CUARTOSHOGAR | FAMI_EDUCACIONMADRE | FAMI_EDUCACIONPADRE | FAMI_ESTRATOVIVIENDA | FAMI_PERSONASHOGAR | FAMI_TIENEAUTOMOVIL | FAMI_TIENECOMPUTADOR | PUNT_GLOBAL | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 570454 | 0 | 0 | 0 | 2 | 726 | 1 | 9 | 336 | 104 | 2 | 11 | 10 | 2 | 0 | 8 | 3 | 268 |
| 570455 | 1 | 0 | 2 | 2 | 314 | 1 | 9 | 335 | 319 | 10 | 11 | 10 | 2 | 21 | 8 | 5 | 221 |
| 570456 | 1 | 0 | 0 | 2 | 556 | 0 | 9 | 335 | 560 | 10 | 13 | 9 | 3 | 1 | 8 | 5 | 216 |
| 570457 | 0 | 2 | 0 | 2 | 295 | 1 | 9 | 336 | 298 | 10 | 12 | 8 | 2 | 0 | 8 | 3 | 291 |
| 570458 | 1 | 0 | 3 | 2 | 1016 | 1 | 9 | 335 | 1019 | 10 | 13 | 9 | 2 | 1 | 8 | 3 | 240 |
| 570459 | 1 | 0 | 0 | 2 | 537 | 1 | 9 | 335 | 542 | 4 | 13 | 9 | 2 | 0 | 8 | 5 | 259 |
| 570460 | 1 | 0 | 0 | 2 | 512 | 1 | 9 | 335 | 515 | 11 | 11 | 5 | 3 | 4 | 8 | 5 | 260 |
| 570461 | 1 | 0 | 3 | 2 | 13 | 1 | 9 | 335 | 12 | 4 | 12 | 7 | 2 | 1 | 8 | 3 | 209 |
| 570462 | 1 | 0 | 3 | 2 | 996 | 1 | 9 | 335 | 998 | 11 | 14 | 10 | 2 | 19 | 8 | 3 | 262 |
| 570463 | 0 | 0 | 2 | 2 | 308 | 1 | 9 | 335 | 314 | 11 | 11 | 8 | 3 | 21 | 8 | 3 | 297 |
Duplicate rows
Most frequently occurring
| COLE_AREA_UBICACION | COLE_BILINGUE | COLE_CARACTER | COLE_GENERO | COLE_MCPIO_UBICACION | COLE_NATURALEZA | COLE_SEDE_PRINCIPAL | ESTU_GENERO | ESTU_MCPIO_RESIDE | FAMI_CUARTOSHOGAR | FAMI_EDUCACIONMADRE | FAMI_EDUCACIONPADRE | FAMI_ESTRATOVIVIENDA | FAMI_PERSONASHOGAR | FAMI_TIENEAUTOMOVIL | FAMI_TIENECOMPUTADOR | PUNT_GLOBAL | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1347 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 336 | 99 | 10 | 4 | 2 | 4 | 1 | 13 | 5 | 290 | 6 |
| 1433 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 336 | 99 | 10 | 4 | 2 | 5 | 1 | 13 | 5 | 338 | 6 |
| 2145 | 1 | 0 | 0 | 2 | 100 | 1 | 9 | 335 | 99 | 4 | 13 | 9 | 3 | 21 | 8 | 5 | 243 | 6 |
| 647 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 4 | 1 | 13 | 5 | 268 | 5 |
| 652 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 4 | 1 | 13 | 5 | 282 | 5 |
| 665 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 4 | 1 | 13 | 5 | 320 | 5 |
| 669 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 4 | 1 | 13 | 5 | 329 | 5 |
| 709 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 5 | 1 | 13 | 5 | 292 | 5 |
| 722 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 4 | 2 | 5 | 1 | 13 | 5 | 343 | 5 |
| 944 | 1 | 0 | 0 | 2 | 100 | 0 | 9 | 335 | 99 | 10 | 13 | 9 | 4 | 1 | 8 | 5 | 244 | 5 |